/opt/anaconda3/lib/python3.8/site-packages/geopandas/_compat.py:106: UserWarning: The Shapely GEOS version (3.8.0-CAPI-1.13.1 ) is incompatible with the GEOS version PyGEOS was compiled with (3.9.0-CAPI-1.16.2). Conversions between both will be slow.
<class 'geopandas.geodataframe.GeoDataFrame'> RangeIndex: 33 entries, 0 to 32 Data columns (total 3 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 NL_NAME_1 33 non-null object 1 ENGTYPE_1 33 non-null object 2 geometry 33 non-null geometry dtypes: geometry(1), object(2) memory usage: 920.0+ bytes
39088
The total number of plaintiffs is: 5580 The total number of repeat plaintiffs is: 2963
| province | plaintiff_count | |
|---|---|---|
| 0 | 上海市 | 295 |
| 1 | 云南省 | 71 |
| 2 | 内蒙古自治区 | 35 |
| 3 | 北京市 | 843 |
| 4 | 吉林省 | 80 |
The total number of defendants is: 15518 The total number of repeat defendants is: 5039
| defendant | case_id | |
|---|---|---|
| 4731 | 天津市人人乐商业有限公司 | 2398 |
| 14143 | 重庆永辉超市有限公司 | 1090 |
| plaintiff | case_id | |
|---|---|---|
| 1637 | 张丙刚 | 609 |
| 1015 | 周仰峰 | 588 |
| 494 | 刘庆生 | 523 |
| 4422 | 贾龙 | 510 |
| 3995 | 胡玉宝 | 437 |
| 2507 | 李战江 | 394 |
| 3847 | 罗伟 | 389 |
| 1253 | 姚金东 | 325 |
32295
The success rate of the first cases: 0.8562006502554576